PPaperPicks

Yanzhi Wang

Northeastern University - Boston Campus, Electrical and Computer Engineering, Boston, MA, USA

30 papers at tracked venues · 19 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-3024-7990 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×6AAAI ×4CVPR ×4ECCV ×3IJCAI ×3EMNLP ×2ICLR ×2ICML ×2WACV ×2ACM MM ×1ICDM ×1

Frequent coauthors

Pu Zhao
×16
Xue Lin
×11
Zheng Zhan
×11
Xuan Shen
×11
Yifan Gong
×10
Zhenglun Kong
×10
Changdi Yang
×9
Yushu Wu
×8
Yanyu Li
×6
Wei Niu
×6
Lei Lu
×5
Zichong Meng
×5

Papers

  1. ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
    NeurIPS 2025 ·
    Xiaomeng Yang
    ,
    Lei Lu
    ,
    Qihui Fan
    ,
    Changdi Yang
    ,
    Juyi Lin
    , Yanzhi Wang,
    Xuan Zhang
    ,
    Shangqian Gao
  2. Can Adversarial Examples be Parsed to Reveal Victim Model Information?
    WACV 2025 ·
    Yuguang Yao
    ,
    Jiancheng Liu
    ,
    Yifan Gong
    ,
    Xiaoming Liu
    , Yanzhi Wang,
    Xue Lin
    ,
    Sijia Liu
  3. FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts
    IJCAI 2025 ·
    Changdi Yang
    ,
    Zheng Zhan
    ,
    Ci Zhang
    ,
    Yifan Gong
    ,
    Yize Li
    ,
    Zichong Meng
    ,
    Jun Liu
    ,
    Xuan Shen
    ,
    Hao Tang
    ,
    Geng Yuan
    ,
    Pu Zhao
    ,
    Xue Lin
    , Yanzhi Wang
  4. Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
    NeurIPS 2025 ·
    Qitao Tan
    ,
    Jun Liu
    ,
    Zheng Zhan
    ,
    Caiwen Ding
    , Yanzhi Wang,
    Xiaolong Ma
    ,
    Jaewoo Lee
    ,
    Jin Lu
    ,
    Geng Yuan
  5. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    ,
    Yufa Zhou
    ,
    Bo Chen
    ,
    Yanyu Li
    ,
    Yifan Gong
    ,
    Kai Zhang
    ,
    Hao Tan
    ,
    Jason Kuen
    ,
    Henghui Ding
    ,
    Zhihao Shu
    ,
    Wei Niu
    ,
    Pu Zhao
    , Yanzhi Wang,
    Jiuxiang Gu
  6. Numerical Pruning for Efficient Autoregressive Models
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    ,
    Yufa Zhou
    ,
    Bo Chen
    ,
    Jing Liu
    ,
    Ruiyi Zhang
    ,
    Ryan A. Rossi
    ,
    Hao Tan
    ,
    Tong Yu
    ,
    Xiang Chen
    ,
    Yufan Zhou
    ,
    Tong Sun
    ,
    Pu Zhao
    , Yanzhi Wang,
    Jiuxiang Gu
  7. Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation
    WACV 2025 ·
    Pinrui Yu
    ,
    Zhenglun Kong
    ,
    Pu Zhao
    ,
    Peiyan Dong
    ,
    Hao Tang
    ,
    Fei Sun
    ,
    Xue Lin
    , Yanzhi Wang
  8. QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
    CVPR 2025 ·
    Xuan Shen
    ,
    Weize Ma
    ,
    Jing Liu
    ,
    Changdi Yang
    ,
    Rui Ding
    ,
    Quanyi Wang
    ,
    Henghui Ding
    ,
    Wei Niu
    , Yanzhi Wang,
    Pu Zhao
    ,
    Jun Lin
    ,
    Jiuxiang Gu
  9. Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
    NeurIPS 2025 ·
    Zheng Zhan
    ,
    Liliang Ren
    ,
    Shuohang Wang
    ,
    Liyuan Liu
    ,
    Yang Liu
    ,
    Yeyun Gong
    , Yanzhi Wang,
    Yelong Shen
  10. SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
    CVPR 2025 ·
    Yushu Wu
    ,
    Zhixing Zhang
    ,
    Yanyu Li
    ,
    Yanwu Xu
    ,
    Anil Kag
    ,
    Yang Sui
    ,
    Huseyin Coskun
    ,
    Ke Ma
    ,
    Aleksei Lebedev
    ,
    Ju Hu
    ,
    Dimitris N. Metaxas
    , Yanzhi Wang,
    Sergey Tulyakov
    ,
    Jian Ren
  11. Sparse Learning for State Space Models on Mobile
    ICLR 2025 ·
    Xuan Shen
    ,
    Hangyu Zheng
    ,
    Yifan Gong
    ,
    Zhenglun Kong
    ,
    Changdi Yang
    ,
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Xue Lin
    , Yanzhi Wang,
    Pu Zhao
    ,
    Wei Niu
  12. Taming Diffusion for Dataset Distillation with High Representativeness
    ICML 2025 ·
    Lin Zhao
    ,
    Yushu Wu
    ,
    Xinru Jiang
    ,
    Jianyang Gu
    , Yanzhi Wang,
    Xiaolin Xu
    ,
    Pu Zhao
    ,
    Xue Lin
  13. Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
    AAAI 2025 ·
    Jun Liu
    ,
    Zhenglun Kong
    ,
    Pu Zhao
    ,
    Changdi Yang
    ,
    Xuan Shen
    ,
    Hao Tang
    ,
    Geng Yuan
    ,
    Wei Niu
    ,
    Wenbin Zhang
    ,
    Xue Lin
    ,
    Dong Huang
    , Yanzhi Wang
  14. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
    AAAI 2024 ·
    Xuan Shen
    ,
    Peiyan Dong
    ,
    Lei Lu
    ,
    Zhenglun Kong
    ,
    Zhengang Li
    ,
    Ming Lin
    ,
    Chao Wu
    , Yanzhi Wang
  15. DiffClass: Diffusion-Based Class Incremental Learning
    ECCV 2024 ·
    Zichong Meng
    ,
    Jie Zhang
    ,
    Changdi Yang
    ,
    Zheng Zhan
    ,
    Pu Zhao
    , Yanzhi Wang
  16. Digital Avatars: Framework Development and Their Evaluation
    IJCAI 2024 ·
    Timothy Rupprecht
    ,
    Sung-En Chang
    ,
    Yushu Wu
    ,
    Lei Lu
    ,
    Enfu Nan
    ,
    Chih-hsiang Li
    ,
    Caiyue Lai
    ,
    Zhimin Li
    ,
    Zhijun Hu
    ,
    Yumei He
    ,
    David R. Kaeli
    , Yanzhi Wang
  17. E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
    ICML 2024 ·
    Yifan Gong
    ,
    Zheng Zhan
    ,
    Qing Jin
    ,
    Yanyu Li
    ,
    Yerlan Idelbayev
    ,
    Xian Liu
    ,
    Andrey Zharkov
    ,
    Kfir Aberman
    ,
    Sergey Tulyakov
    , Yanzhi Wang,
    Jian Ren
  18. Efficient Training with Denoised Neural Weights
    ECCV 2024 ·
    Yifan Gong
    ,
    Zheng Zhan
    ,
    Yanyu Li
    ,
    Yerlan Idelbayev
    ,
    Andrey Zharkov
    ,
    Kfir Aberman
    ,
    Sergey Tulyakov
    , Yanzhi Wang,
    Jian Ren
  19. Exploring Token Pruning in Vision State Space Models
    NeurIPS 2024 ·
    Zheng Zhan
    ,
    Zhenglun Kong
    ,
    Yifan Gong
    ,
    Yushu Wu
    ,
    Zichong Meng
    ,
    Hangyu Zheng
    ,
    Xuan Shen
    ,
    Stratis Ioannidis
    ,
    Wei Niu
    ,
    Pu Zhao
    , Yanzhi Wang
  20. Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
    NeurIPS 2024 ·
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Yifan Gong
    ,
    Zichong Meng
    ,
    Zhenglun Kong
    ,
    Changdi Yang
    ,
    Geng Yuan
    ,
    Pu Zhao
    ,
    Wei Niu
    , Yanzhi Wang
  21. FasterVD: On Acceleration of Video Diffusion Models
    IJCAI 2024 ·
    Pinrui Yu
    ,
    Dan Luo
    ,
    Timothy Rupprecht
    ,
    Lei Lu
    ,
    Zhenglun Kong
    ,
    Pu Zhao
    ,
    Yanyu Li
    ,
    Octavia I. Camps
    ,
    Xue Lin
    , Yanzhi Wang
  22. HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression
    ACM MM 2024 ·
    Lei Lu
    ,
    Yanyue Xie
    ,
    Wei Jiang
    ,
    Wei Wang
    ,
    Xue Lin
    , Yanzhi Wang
  23. InstructGIE: Towards Generalizable Image Editing
    ECCV 2024 ·
    Zichong Meng
    ,
    Changdi Yang
    ,
    Jun Liu
    ,
    Hao Tang
    ,
    Pu Zhao
    , Yanzhi Wang
  24. Pruning Foundation Models for High Accuracy without Retraining
    EMNLP 2024 ·
    Pu Zhao
    ,
    Fei Sun
    ,
    Xuan Shen
    ,
    Pinrui Yu
    ,
    Zhenglun Kong
    , Yanzhi Wang,
    Xue Lin
  25. Reducing Unfairness in Distributed Community Detection
    ICDM 2024 ·
    Hao Zhang
    ,
    Malith Jayaweera
    ,
    Bin Ren
    , Yanzhi Wang,
    Sucheta Soundarajan
  26. Rethinking Token Reduction for State Space Models
    EMNLP 2024 ·
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Zhenglun Kong
    ,
    Changdi Yang
    ,
    Yifan Gong
    ,
    Xuan Shen
    ,
    Xue Lin
    ,
    Pu Zhao
    , Yanzhi Wang
  27. SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
    CVPR 2024 ·
    Zhengang Li
    ,
    Yan Kang
    ,
    Yuchen Liu
    ,
    Difan Liu
    ,
    Tobias Hinz
    ,
    Feng Liu
    , Yanzhi Wang
  28. Search for Efficient Large Language Models
    NeurIPS 2024 ·
    Xuan Shen
    ,
    Pu Zhao
    ,
    Yifan Gong
    ,
    Zhenglun Kong
    ,
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Ming Lin
    ,
    Chao Wu
    ,
    Xue Lin
    , Yanzhi Wang
  29. TextCraftor: Your Text Encoder can be Image Quality Controller
    CVPR 2024 ·
    Yanyu Li
    ,
    Xian Liu
    ,
    Anil Kag
    ,
    Ju Hu
    ,
    Yerlan Idelbayev
    ,
    Dhritiman Sagar
    , Yanzhi Wang,
    Sergey Tulyakov
    ,
    Jian Ren
  30. Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning
    ICLR 2024 ·
    Sheng Li
    ,
    Chao Wu
    ,
    Ao Li
    , Yanzhi Wang,
    Xulong Tang
    ,
    Geng Yuan